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dc.contributor.authorBrewin, RJW
dc.contributor.authorMorán, XAG
dc.contributor.authorRaitsos, DE
dc.contributor.authorGittings, JA
dc.contributor.authorCalleja, ML
dc.contributor.authorViegas, M
dc.contributor.authorAnsari, MI
dc.contributor.authorAl-Otaibi, N
dc.contributor.authorHuete-Stauffer, TM
dc.contributor.authorHoteit, I
dc.date.accessioned2019-09-10T13:27:14Z
dc.date.issued2019-09-09
dc.description.abstractPhytoplankton biomass and size structure are recognized as key ecological indicators. With the aim to quantify the relationship between these two ecological indicators in tropical waters and understand controlling factors, we analyzed the total chlorophyll-a concentration, a measure of phytoplankton biomass, and its partitioning into three size classes of phytoplankton, using a series of observations collected at coastal sites in the central Red Sea. Over a period of 4 years, measurements of flow cytometry, size-fractionated chlorophyll-a concentration, and physical-chemical variables were collected near Thuwal in Saudi Arabia. We fitted a three-component model to the size-fractionated chlorophyll-a data to quantify the relationship between total chlorophyll and that in three size classes of phytoplankton [pico- (<2µm), nano- (2–20µm) and micro-phytoplankton (>20µm)]. The model has an advantage over other more empirical methods in that its parameters are interpretable, expressed as the maximum chlorophyll-a concentration of small phytoplankton (pico- and combined pico-nanophytoplankton, C m p and C m p,n , respectively) and the fractional contribution of these two size classes to total chlorophyll-a as it tends to zero (Dp and Dp,n). Residuals between the model and the data (model minus data) were compared with a range of other environmental variables available in the dataset. Residuals in pico- and combined pico-nanophytoplankton fractions of total chlorophyll-a were significantly correlated with water temperature (positively) and picoeukaryote cell number (negatively). We conducted a running fit of the model with increasing temperature and found a negative relationship between temperature and parameters C m p and C m p,n and a positive relationship between temperature and parameters Dp and Dp,n. By harnessing the relative red fluorescence of the flow cytometric data, we show that picoeukaryotes, which are higher in cell number in winter (cold) than summer (warm), contain higher chlorophyll per cell than other picophytoplankton and are slightly larger in size, possibly explaining the temperature shift in model parameters, though further evidence is needed to substantiate this Brewin et al. Total and Size-Fractionated Chlorophyll-a in the Red Sea finding. Our results emphasize the importance of knowing the water temperature and taxonomic composition of phytoplankton within each size class when understanding their relative contribution to total chlorophyll. Furthermore, our results have implications for the development of algorithms for inferring size-fractionated chlorophyll from satellite data, and for how the partitioning of total chlorophyll into the three size classes may change in a future oceanen_GB
dc.description.sponsorshipUK National Centre for Earth Observation (NCEO)en_GB
dc.description.sponsorshipKing Abdullah University for Science and Technology (KAUST) Office of Sponsored Research (OSR): Virtual Red Sea Initiativeen_GB
dc.identifier.citationVol. 10: article 1964en_GB
dc.identifier.doi10.3389/fmicb.2019.01964
dc.identifier.grantnumberREP/1/3268-01-01en_GB
dc.identifier.urihttp://hdl.handle.net/10871/38650
dc.language.isoenen_GB
dc.publisherFrontiers Mediaen_GB
dc.rights© 2019 Brewin, Morán, Raitsos, Gittings, Calleja, Viegas, Ansari, Al-Otaibi, Huete-Stauffer and Hoteit. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.en_GB
dc.subjectphytoplanktonen_GB
dc.subjectsizeen_GB
dc.subjectchlorophyllen_GB
dc.subjectRed Seaen_GB
dc.subjecttemperatureen_GB
dc.titleFactors regulating the relationship between total and size-fractionated chlorophyll-a in coastal waters of the Red Seaen_GB
dc.typeArticleen_GB
dc.date.available2019-09-10T13:27:14Z
dc.identifier.issn1664-302X
dc.descriptionThis is the final version. Available from the publisher via the DOI in this record.en_GB
dc.identifier.journalFrontiers in Microbiologyen_GB
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_GB
dcterms.dateAccepted2019-08-09
rioxxterms.versionVoRen_GB
rioxxterms.licenseref.startdate2019-09-09
rioxxterms.typeJournal Article/Reviewen_GB
refterms.dateFCD2019-09-10T13:24:23Z
refterms.versionFCDVoR
refterms.dateFOA2019-09-10T13:27:17Z
refterms.panelCen_GB


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© 2019 Brewin, Morán, Raitsos, Gittings, Calleja, Viegas, Ansari, Al-Otaibi, Huete-Stauffer and Hoteit. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
Except where otherwise noted, this item's licence is described as © 2019 Brewin, Morán, Raitsos, Gittings, Calleja, Viegas, Ansari, Al-Otaibi, Huete-Stauffer and Hoteit. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.